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  • 标题:An Improved Iris Recognition Method Based on Discrete Cosine Transform and Gabor Wavelet Transform Algorithm
  • 本地全文:下载
  • 作者:Xiao-hong Chen ; Jie-sheng Wang ; Yan-lang Ruan
  • 期刊名称:Engineering Letters
  • 印刷版ISSN:1816-093X
  • 电子版ISSN:1816-0948
  • 出版年度:2019
  • 卷号:27
  • 期号:4
  • 页码:676-685
  • 出版社:Newswood Ltd
  • 摘要:An improved Iris recognition method wasproposed by adopting the discrete cosine transform (DCT)method and Gabor wavelet transform algorithm. Thecombination of the calculus operator method, improved Houghtransform and the two-step edge detection method is adopted torealize the iris localization and extraction. The discrete cosinetransform method and the Gabor wavelet transform areutilized to form the propose improved Gabor wavelet transformfor iris localization and extraction. Finally, the nearest neighbordistance detector and Euclidean distance are used as theclassifier to realize the iris recognition. Simulation experimentsare carried out to prove the effectiveness of the proposedstrategy.
  • 关键词:Iris recognition; Gabor wavelet transform;algorithm; discrete cosine transform method
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